Run
2337053

Run 2337053

Task 219 (Supervised Classification) electricity Uploaded 24-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_Wweka.classifiers.trees.RandomForest

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8836 ± 0.0223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7996 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5892 ± 0.0407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22263.8577 ± 136.347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2569 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7995 ± 0.0196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8001 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8001 ± 0.0193
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5257 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.749 ± 0.0355
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1774.8537
UserCPU time millis
28630
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20900
Cross-validation details (10-fold Crossvalidation)